AI & Machine Learning MCP Servers

Provider-independent speech-to-text over MCP.

Generate and edit images from your coding agent with Gemini and OpenAI, using your own API keys.

Live web search, page fetch, and a token-capped cited evidence pack as MCP tools for local and cloud LLMs.

Governed local-LLM observability: model policy, prompt scanner, capture proxy, 21 tools.

Enhanced FastMCP server for Things 3 app integration with Claude Desktop and Windsurf - featuring reliability improvements, caching, and AppleScript bridge

HTTP/SSE web transport for Model Context Protocol

GPT Image 2 generation and editing through the Polza API

AI API gateway MCP: Claude, GPT, Gemini, Grok & Kimi with one Zerouter API key, plus API pricing.

Model Context Protocol server that exposes the Mem0 long-term memory API as tools

MCP server providing AT Protocol documentation, lexicons, Bluesky API docs, and cookbook examples as a searchable knowledge base powered by semantic search.

The Code Analyzer MCP Server is a Model Context Protocol (MCP) server that analyzes code vulnerabilities in directories using OpenAI models, enhancing software security for developers and AI.

A MCP server that provides the ability to speak text using the system's text-to-speech engine.

FinOps MCP server: cloud + LLM pricing for AI assistants. AWS, Azure, GCP and OCI list prices, RI / Savings Plan break-even, TCO, migration, egress, spot, GPU, carbon, FOCUS 1.3 export, and token prices for ~3,600 LLM model/provider rows with a weekly price-change archive. No cloud account needed.

Local AI inference for Africa — Ollama, open weights, degraded-mode fallbacks. 6 tools.

JWT-gated LLM gateway: authenticate (bcrypt/JWT), then run a LangChain-on-Vertex Gemini completion. Unauthenticated calls are rejected.

Expose the other AI CLIs installed on your machine (Gemini, Codex, Claude Code, Mistral, opencode, Ollama…) as MCP tools. Spawns the official CLI; no API keys.

AI Compute Savings CLI: detect and cut avoidable AI spend before the model runs. Traces commands, proxies MCP, and posts PR waste reports — metadata only, hash-chained receipts.

Hosted pay-per-use TTS: 54 neural voices, 9 languages incl. Brazilian Portuguese. $10 free credits.

A tool for making HTTP requests through the Model Context Protocol (MCP)

MCP server for ShieldPi Watchtower — run LLM security scans, generate drop-in guardrails from scan findings, operate the AI SOC analyst (incident triage + kill-chain reconstruction), and query the live agent monitor from Claude Desktop / Cursor / Continue.

MCP server exposing 63 Coin Railz tools — crypto analytics, trading signals, NASA/ESA satellite data, IoT sensors, AI inference, and prediction markets

Google-OAuth-gated LLM gateway: verify a Google ID token, then run a Gemini (Vertex AI) completion for the verified caller.

MCP server for Codex CLI with tmux persistence, git worktree isolation, and async dispatch.

Turn a prompt + a field schema into validated, typed JSON (Instructor over Gemini 2.5 Flash on Vertex AI).